Siddhant Rai work email
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Siddhant Rai personal email
If you have an interesting problem, we can ponder over the possible solution. ๐Hello! ๐ I'm a seasoned professional with expertise in Computer Vision, where I've worked on projects ranging from Optical Character Recognition (OCR) to satellite image analysis. Additionally, I specialize in Natural Language Processing (NLP), with experience in tasks like Named Entity Recognition and generative chatbots. My problem-solving skills, honed through meta-heuristic algorithms like genetic algorithms, are ready to tackle challenges. ๐ก๐I hold a deep passion for continuously learning ๐, understanding and applying new things. Beyond my technical pursuits, I have a keen interest in philosophy ๐(from Absurdism to Advaita, count me in for discussions) and love immersing myself in books that explore profound ideas. In my leisure time, I also enjoy solving puzzles and Rubik's cubes. ๐งฉ Love to play football โฝ & badminton ๐ธ.Throughout my career, I've achieved significant milestones ๐. In the realm of Computer Vision, I've ventured into diverse domains, from digitizing schematic diagrams to developing end-to-end safety solutions in production environments. My NLP journey has included projects like document-level Named Entity Recognition and harnessing Langchain and llama-index for innovative solutions. ๐๐What sets me apart are my proficiency in Data Structures and Algorithms, reinforced by my competitive coding endeavors. Currently ranked within the top 1400 on HackerRank globally, I take pride in coding solutions from scratch. This includes crafting multi-layered Artificial Neural Networks and implementing custom Genetic Algorithms for tasks like game AI (e.g., Pong and Flappy Bird). I'm also dedicated to implementing research papers ๐ and creating custom architectures tailored to business needs, whether in the realm of vision (e.g., custom-ViT and similarity architectures, NeRF) or NLP (e.g., custom-LSTM with attention across time-space). My approach to problem-solving is deeply rooted in first principles, aiming for simple yet highly effective solutions. ๐ป๐ง Presently, my focus lies in implementing cutting-edge research and exploring opportunities for collaboration ๐ค. I'm eager to work with like-minded professionals who share a passion for pushing boundaries and driving innovation. Let's connect and explore the possibilities together! ๐Feel free to reach out and connect with me. You can contact me at rsiddhant73@gmail.com. I'm looking forward to engaging with fellow professionals who are as passionate about technology and innovation as I am. ๐ง๐ฅ
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Applied ResearcherOpenminedIndia -
Lead Research EngineerSiemens Oct 2024 - PresentBengaluru, Karnataka, India -
Research Engineer - Machine LearningSiemens Technology India Aug 2022 - Oct 2024India1. Implemented instance segmentation techniques for wire localization and assignment, optimizing board assembly processes.2. Spearheaded zero-shot visual quality inspections on textured images, ensuring high product standards.3. Pioneered time-series forecasting and trajectory modeling for efficient vehicle routing, while also developing interactive dashboards for anomaly detection and trend visualization.4. Innovated schematic diagram digitization by creating custom information extraction modules for structured and unstructured documents.5. Contributed to intellectual property with multiple invention disclosures, focusing on topics such as industrial optimization and leveraging Language Model Models (LLMs) for industrial applications as well as metaverse.Key Skills: Instance Segmentation, Visual Quality Inspection, Time-Series Forecasting, Trajectory Modeling, Information Extraction, Intellectual Property, Industrial Optimization, Language Model Models (LLMs), Metaverse Applications -
Research Professional (On Contract)Siemens Aug 2021 - Jul 2022Bengaluru, Karnataka, India -
MentorSateek .Co Oct 2024 - Presentmentorship over the topics related to ML/DL, genAI, philosophy, learning and self-improvement.
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Technical MentorHealthflex Jan 2024 - PresentBengaluru, Karnataka, India -
FreelanceSelf-Employed Feb 2021 - Present- Utilized HamNoSys to Sigml conversion techniques to enhance accessibility for individuals with speech disabilities, ensuring seamless video communication.Implemented 3D-convolution based architecture for multi-label classification.- Applied Genetic Algorithms to optimize online learning from diverse environments, enhancing adaptability and performance.- Spearheaded front and backend development, integrating speech-assisted form filling for improved user experiences, accessibility, and efficiency.
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Technical ConsultantSpringworks Jan 2023 - Mar 20231. Assisted in development of LLM-powered chatbots. -
MentorSpringworks Nov 2021 - Jan 2022- Mentored interns, ensuring code quality and offering technical support to foster their growth.- Delivered comprehensive explanations of various deep learning algorithms, building a strong foundation from the ground up.Keywords: Mentored, Code Quality, Technical Support, Deep Learning Algorithms, Fundamentals. -
Machine Learning EngineerSpringworks May 2021 - Jul 2021India1. Developed a resume parsing service, employing rule-based and custom LSTM architecture with attention mechanisms to extract essential information from resumes and CVs, enhancing information retrieval efficiency.2. Worked on the creation of a Job recommendation engine, leveraging resume data and previous performance metrics to optimize job matches with job descriptions, enhancing candidate placement accuracy.3. Worked on the development of a Multiple Choice Question and Answer generation system for a trivia bot, harnessing advanced techniques including GPT-3 and prompt engineering, resulting in engaging and dynamic quiz experiences.4. Engineered a service for precise information extraction from TikTok profiles, utilizing user IDs and additional parameters such as timeframe and likes, streamlining data retrieval for targeted analysis.Keywords: Resume parsing, Information retrieval, Custom LSTM architecture, NER, Job recommendation engine, Performance metrics, Multiple Choice Questions, Answer generation, Trivia bot, GPT-3, Prompt engineering, Information extraction, TikTok, User profiles. -
Software Engineer InternSpringworks (Previously Springrole) May 2020 - May 2021Bengaluru, Karnataka, India1. Conducted satellite image segmentation using advanced algorithms to assess lawn area, optimizing cost estimates for mowing and plowing services.2. Developed custom architectures and backend systems to extract entities from government documents, enabling seamless e-verification for Aadhar card, PAN card, and more.3. Established a face matching service by integrating document proofs and applicant selfies, enhancing identity verification processes. -
Machine Learning InternAstute Resolutions Aug 2019 - Oct 2019Lucknow Area, India- Developed surveillance algorithms, including camera temperature detection and fire/smoke detection, enhancing safety measures.- Spearheaded a parallel parking project, configuring both backend and UI components. Devised an algorithm for optimal vehicle positioning within tight parking spaces.- Utilized TensorFlow and OpenCV extensively for seamless implementation of computer vision solutions.Keywords: Surveillance algorithms, Camera temperature detection, Fire and smoke detection, Parallel parking, Backend configuration, UI development, Vehicle positioning algorithm, TensorFlow, OpenCV, Computer vision solutions.
Siddhant Rai Skills
Siddhant Rai Education Details
Frequently Asked Questions about Siddhant Rai
What company does Siddhant Rai work for?
Siddhant Rai works for Openmined
What is Siddhant Rai's role at the current company?
Siddhant Rai's current role is Applied Researcher.
What is Siddhant Rai's email address?
Siddhant Rai's email address is si****@****ned.org
What schools did Siddhant Rai attend?
Siddhant Rai attended Lovely Professional University, City Montessori School, City Montessori School.
What skills is Siddhant Rai known for?
Siddhant Rai has skills like Artificial Neural Networks, Neural Networks, P5.js, Deep Neural Networks, Public Speaking, Data Science, Algorithms, Software Engineering Practices, C, Audacity, I Am A Linguist, Tensorflow.
Who are Siddhant Rai's colleagues?
Siddhant Rai's colleagues are Shubham Gupta, Amber Trask, Rod Dewar, Icd.d, Peter Smith, Subha Ramkumar, Will C., Yash Gorana.
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Siddhant Rai
Computer Science Major @ Kiit Bhubaneswar | Dsa & Full Stack Web Development Enthusiast | Seeking Opportunities To Make An ImpactGorakhpur
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